LLaVA-Endo:a large language-and-vision assistant for gastrointestinal endoscopy  

作　　者：Jieru YAO Xueran LI Qiang XIE Longfei HAN Yiwen JIA Nian LIU Dingwen ZHANG Junwei HAN 

机构地区：[1]School of Automation,Northwestern Polytechnical University,Xi’an 710072,China [2]Institute of Artificial Intelligence,Hefei Comprehensive National Science Center,Hefei 230088,China [3]AHU-IAI AI Joint Laboratory,Anhui University,Hefei 230039,China [4]Institute of Advanced Technology,University of Science and Technology of China,Hefei 230026,China [5]School of Computer and Artificial Intelligence,Beijing Technology and Business University,Beijing 100048,China [6]Department of Gastroenterology,The Third Affiliated Hospital of Anhui Medical University(Hefei First People’s Hospital),Hefei 230061,China [7]The Computer Vision Department,Mohamed Bin Zayed University of Artificial Intelligence,Masdar,Abu Dhabi 200120,United Arab Emirates [8]Xijing Hospital,The Fourth Military Medical University,Xi’an 710032,China

出　　处：《Frontiers of Computer Science》2025年第4期121-123,共3页计算机科学前沿(英文版)

基　　金：supported in part by the National Natural Science Foundation of China(Grant Nos.62272468,62003256,62027813,U1801265,62293543,62322605,62036005,62202015,and U21B2048);the Key-Area Research and Development Program of Shaanxi Province(2023-ZDLSF-41);the Anhui Medical University(2022xkj105,2023cy021);the Anhui Provincial Key R&D Program(2023s07020001);the University Synergy Innovation Program of Anhui Province(GXXT-2022-052).

摘　　要：1 Introduction Endoscopy plays a crucial role in the diagnoses and treatment of gastrointestinal(GI)diseases[1],as it helps to identify abnormalities,classify lesion,and determine treatment methods.During GI endoscopic examinations,physicians may encounter practical hindrances,i.e.,fatigue,stress,or limited experience,which can lead to erroneous results.Artificial intelligence(AI)-assisted GI endoscopy technology has emerged to address these limitations[2].

关 键 词：STRESS giendoscopy FATIGUE identify abnormalitiesclassify lesionidentification ARTIFICIALINTELLIGENCE 

分 类 号：R57[医药卫生—消化系统]